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A complete set of vocabulary flashcards covering key business metrics, market analysis, operations, competitive strategy, unit economics, and corporate valuation from the lecture notes.
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TAM
Total Addressable Market; the total theoretical revenue opportunity if a company captured 100% of the market.
SAM
Serviceable Addressable Market; the portion of TAM the company can realistically serve based on its business model, geography, and capabilities.
SOM
Serviceable Obtainable Market; the portion of SAM the company can realistically capture given competition, resources, and capabilities.
CAGR
Compound Annual Growth Rate; annualized growth rate over a period assuming steady compounding: (Ending Value/Beginning Value)(1/n)−1.
Market Penetration
Current users or customers divided by potential users or customers; used to determine how much of the potential market has adopted a product.
Market Share
Company sales divided by total market sales; used to determine a company’s competitive position within a market.
Market Segmentation
Breaking a market into groups based on customer, product, geography, demographics, behavior, or use case; used to identify where the best opportunities exist.
Barriers to Entry
Factors that make it difficult for new competitors to enter a market; examples include capital requirements, regulation, intellectual property, brand, scale, switching costs, and network effects.
Substitutes
Alternative products or services that satisfy the same customer need; analyze relative price, value, and availability to assess competitive pressure.
Willingness to Pay
Maximum price a customer is willing to pay for a product; influenced by perceived value and price sensitivity.
Customer Frequency
Purchases or transactions per customer over a period; used to understand how often customers buy or use a product.
Retention Rate
Percentage of customers retained over a given period; used to measure customer loyalty and recurring revenue.
Churn Rate
Percentage of customers or revenue lost over a given period; used to measure customer attrition.
LTV
Customer Lifetime Value; total net profit a company expects from a customer over the entire relationship; commonly driven by revenue per customer, gross margin, and customer lifetime or churn.
CAC
Customer Acquisition Cost; sales and marketing spend divided by new customers acquired; used to assess how expensive it is to acquire customers.
LTV:CAC
Ratio comparing customer lifetime value to customer acquisition cost; used to evaluate the health of customer unit economics.
AOV
Average Order Value; total revenue divided by number of orders; used to measure average spend per transaction.
ARPU
Average Revenue Per User; total revenue divided by number of users or customers; used to measure monetization per customer.
Customer Profitability
Revenue per customer minus the variable costs associated with serving that customer; used to determine which customers or segments are most profitable.
Customer Concentration
Share of revenue generated by a small number of customers; used to assess dependency and customer risk.
Switching Costs
Costs or barriers customers face when changing providers; used to assess retention, customer stickiness, and competitive advantage.
Revenue
Total money generated by selling products or services; most commonly analyzed as Price×Volume.
Revenue Growth
Percentage increase in revenue over a period; used to determine how quickly the business is expanding.
Mix
Relative composition of products, customers, geographies, or channels; used to determine whether a shift toward higher- or lower-value segments is affecting revenue or margin.
Recurring Revenue
Revenue that repeats predictably, such as subscriptions, contracts, renewals, ARR, or MRR; used to assess revenue stability.
Conversion Rate
Successful outcomes divided by total opportunities; used to measure how effectively leads, traffic, or prospects become customers.
Gross Margin
RevenueRevenue−COGS; measures profitability after direct production costs.
Operating Margin
RevenueEBIT; measures profitability after operating expenses but before interest and taxes.
Net Margin
RevenueNet Income; measures profitability after all expenses, including interest and taxes.
Contribution Margin
Revenue per unit minus variable cost per unit; amount available to cover fixed costs and profit.
Contribution Margin %
Contribution Margin divided by Revenue; used to measure the percentage of each dollar of revenue available to cover fixed costs and profit.
Fixed Costs
Costs that do not change with production volume in the relevant range; examples include rent, salaries, and certain overhead.
Variable Costs
Costs that change with production or sales volume; examples include raw materials, shipping, commissions, and per-unit labor.
Total Cost
Fixed Costs + Variable Costs; used to calculate overall cost of operating or producing.
Variable Cost per Unit
Total variable costs divided by units produced or sold; used to calculate contribution margin and break-even.
Break-even Point
The sales volume or revenue at which total revenue equals total costs and profit equals zero.
Break-even Volume
Fixed Costs divided by Contribution Margin per Unit; number of units required to reach zero profit.
Operating Leverage
The degree to which a company’s cost structure is fixed versus variable; higher fixed costs make profit more sensitive to changes in revenue.
COGS
Cost of Goods Sold; direct costs attributable to producing goods or services sold.
EBITDA
Earnings Before Interest, Taxes, Depreciation, and Amortization; commonly used as a measure of operating profitability.
EBIT
Earnings Before Interest and Taxes; operating profit.
CapEx
Capital Expenditures; money spent acquiring or upgrading long-term physical assets.
OpEx
Operating Expenses; day-to-day business costs that are generally not directly tied to producing each unit.
Free Cash Flow
Cash available after operating needs and capital expenditures; commonly simplified in cases as EBITDA - Taxes - CapEx - Change in Working Capital.
Working Capital
Current Assets - Current Liabilities; measures short-term operating liquidity and cash tied up in the business.
Profitability Tree
Profit → Revenue - Costs; Revenue →Price×Volume; Costs → Fixed + Variable; used to diagnose why profitability changed.
Capacity
Maximum output a facility, machine, employee base, or process can produce over a given period.
Capacity Utilization
Actual Output / Maximum Possible Output; used to determine how much available capacity is being used.
Productivity
Output / Input; examples include output per employee, hour, or machine; used to measure operational efficiency.
Throughput
Amount of output produced per unit of time; used to measure process capacity and operational performance.
Bottleneck
The constraint in a process that limits overall throughput or capacity; improving it can increase total system output.
Cycle Time
Time required to complete one unit or one step in a process; used to identify process inefficiencies and capacity constraints.
Yield
Good Output / Total Input; used to measure how much usable output is generated from inputs.
Defect Rate
Defective units divided by total units produced; used to assess quality and identify waste or rework.
Downtime
Time that equipment or capacity is unavailable; used to determine lost production capacity.
Inventory Turnover
COGS / Average Inventory; measures how many times inventory is sold and replaced over a period.
Days Inventory Outstanding
Average Inventory / COGS ×365; estimates how many days inventory remains before being sold.
Lead Time
Time between placing an order or beginning a process and receiving the output; used to assess supply-chain speed and responsiveness.
On-Time Delivery
Percentage of deliveries completed on or before the promised date; used to measure supply-chain reliability.
Fill Rate
Percentage of customer demand fulfilled immediately from available inventory; used to assess product availability.
Sales Funnel
Leads → Opportunities → Wins; used to diagnose where customers are being lost in the sales process.
Win Rate
Deals won divided by total opportunities; used to measure sales effectiveness.
Sales Cycle
Average time required to convert a prospect into a customer; used to assess sales efficiency.
Sales Productivity
Revenue or deals generated per salesperson; used to assess sales-force effectiveness.
Sales Pipeline
Total value or number of potential deals at different stages of the sales funnel; used to forecast future sales.
Marketing ROI
Incremental profit or contribution generated by marketing divided by marketing spend; used to determine marketing effectiveness.
Brand Awareness
Percentage of target customers aware of a brand; used to assess brand strength and marketing reach.
Engagement
Customer interaction with marketing or a product, such as clicks, time spent, or interactions; used to assess customer interest.
Channel Economics
Revenue, costs, margins, fees, commissions, and CAC by sales or distribution channel; used to determine which channels are most attractive.
Competitive Position
Market share, price, product, capabilities, costs, distribution, and brand relative to competitors; used to determine whether the company can win.
Competitive Response
Likely competitor actions such as price cuts, new products, capacity expansion, or increased marketing; used to assess strategic risks.
Competitive Advantage
A structural reason a company can outperform competitors; examples include cost advantage, differentiation, brand, scale, switching costs, and network effects.
Product Differentiation
The ways a product is meaningfully different from competitors, including features, quality, service, technology, brand, and convenience.
Product Mix
The relative share of sales from each product or category; used to assess how product composition affects revenue and margins.
Cannibalization
When sales of a new product reduce sales of an existing company product; used to calculate the true incremental impact of a launch.
Economies of Scale
Cost advantages gained as production volume increases, lowering average cost per unit.
Economies of Scope
Cost advantages from producing multiple related products or services together rather than separately.
Synergies
Incremental value created by combining two businesses; usually categorized as revenue synergies or cost synergies.
Revenue Synergies
Additional revenue created by a combination, such as cross-selling, higher prices, new customers, or new channels.
Cost Synergies
Cost savings created by a combination, such as procurement savings, headcount reductions, facility consolidation, technology savings, or distribution efficiencies.
Vertical Integration
A company expanding into another stage of its supply chain, such as a manufacturer acquiring a supplier or distributor.
Horizontal Integration
A company acquiring or merging with a competitor at the same stage of the supply chain.
Strategic Fit
Degree to which a potential strategy aligns with the company’s customers, market, products, capabilities, and competitive position.
Company Capabilities
Assets and competencies the company can leverage, including brand, technology, people, distribution, capital, data, IP, processes, and relationships.
Market Entry Economics
Revenue, costs, initial investment, margins, ROI, NPV, payback, and other financial returns from entering a market.
Market Entry Options
Build organically, acquire, partner, license, or form a joint venture; used to determine how the company should enter.
Growth Levers
Existing customers, new customers, existing products, new products, new geographies, new channels, pricing, and M&A; used to identify ways to grow revenue or profit.
Pricing Analysis
Customer willingness to pay, price elasticity, competitor prices, costs, desired margin, and strategic positioning; used to determine the optimal price.
Price Elasticity of Demand
% change in quantity demanded divided by % change in price; measures how sensitive demand is to price.
M&A Rationale
Reasons to acquire a company, including growth, market entry, customers, products, technology, talent, vertical integration, or eliminating competition.
M&A Deal Economics
Purchase price, valuation multiple, financing, synergies, integration costs, returns, and payback; used to determine whether an acquisition creates value.
ROI
Return on Investment; Cost of InvestmentGain from Investment−Cost of Investment; used to compare the return generated by an investment with its cost.
ROIC
Return on Invested Capital; Invested CapitalNOPAT; used to measure how efficiently a company generates returns from invested capital.
ROE
Return on Equity; Shareholder EquityNet Income; used to measure profitability relative to shareholders’ capital.
ROA
Return on Assets; Total AssetsNet Income; used to measure how efficiently a company generates profit from its assets.
NPV
Net Present Value; present value of future cash flows minus initial investment; positive NPV generally indicates value creation.
IRR
Internal Rate of Return; the discount rate at which a project’s NPV equals zero; used to compare investment returns with a required return or hurdle rate.
WACC
Weighted Average Cost of Capital; blended required return across debt and equity; commonly used as a discount rate in valuation.
Payback Period
Time required for an investment’s cash flows to recover the initial investment; used to assess how quickly capital is recouped.
Enterprise Value
Market Capitalization + Debt - Cash; represents the value of a company’s operations independent of capital structure.